He’d spent weeks preparing the application, painstakingly crafting each answer. Now, Liam gripped the phone tightly as he listened to the voice on the other end, explaining the reasoning behind the decision. He didn't understand. The words felt like they were bouncing off him, failing to penetrate the protective shell that suddenly surrounded him.

He hung up the phone, the silence in his room amplifying the drumming in his ears. He walked to the window and stared out at the bustling street below, a vibrant world that felt miles away. A single tear traced a path down his cheek, the only physical manifestation of the storm raging within.

Emotion: bewildered

Cluster: Surprise / Confusion
PC1 (Valence): -1.87 Negative
PC2 (Disposition): -0.48

Role in Research

This story is one of 1,000 stories generated for the emotion bewildered. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 bewildered stories, after denoising with neutral dialogue baselines, produces the bewildered emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the bewildered vector is projected through the unembedding matrix.

Promoted:
будто0.300
ness0.255
像是0.241
worse0.231
Worse0.219
Suppressed:
la-0.373
மகி-0.229
happy-0.226
ecstatic-0.226
K-0.219